My data science projects

Check out some of my projects!

Kat Leigh
02-25-2021
a3_task1_leigh_kat.html

Task 1: Spatial data visualization (interactive map & chloropleth)

Oil Spill Incidents in California in 2008

Each dot represents an incident. Click on the layers button in the top left to filter by the month each incident occurred. Hover your mouse over a point to see its location. Click on a point to see the specific date of the incident. Data from CA DFW Oil Spill Incident Tracking (dataset ds394).

Which counties have had the most oil spill incidents?

By Total Incidents
county count population area
Los Angeles County 340 10081570 4058
San Mateo County 173 767423 448
Alameda County 108 1656754 739
San Diego County 105 3316073 4207
Orange County 102 3168044 791
By Incidents per Capita
county population area count
Alpine County 1039 738 1
El Dorado County 188563 1708 81
Mariposa County 17420 1449 7
Sierra County 3040 953 1
Glenn County 27976 1314 9
a3_task2_leigh_kat

Species richness of cetaceans off the coast of California.

## OGR data source with driver: ESRI Shapefile 
## Source: "C:\Users\kll86\AppData\Local\Temp\RtmpYHZLe2", layer: "ne_50m_land"
## with 1420 features
## It has 3 fields
## Integer64 fields read as strings:  scalerank

a3_task3_kat_leigh

A Word Count and Sentiment Analysis of the Muller Report

Data: Mueller, Robert S, Rosalind S. Helderman, and Matt Zapotosky. The Mueller Report. , 2019. Internet resource.

The Top Words in the Report by Volume

Words are colored by volume. Top words for both volume 1 and 2 are in green, those for just volume 1 are in red, and those in volume 2 are purple. The most used word, ‘president’, appeared times 2,400.

Examining the sentiments of the report by volume acording to different lexicons